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One AI Agent Now Runs a Golf Startup

Дата публикации: 02-10-2026 18:52:18

Mark Goins used Instinct, the viral personal AI agent now valued at $10 billion, to review his PuttEZ website, optimize marketing videos, analyze performance, and prepare U.S. Customs paperwork. The agent acted with initiative like a colleague, saving hours and accelerating his golf training tool startup. Early enterprise wins suggest broader impact ahead.

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Mark Goins sold his last software company years ago. Decades in code left him ready for something fresh. He launched PuttEZ, a business selling tools that sharpen golf putting skills. The work felt familiar yet new. Marketing. Operations. Customs paperwork. All of it landed on his desk.

Then he tried Instinct.

The AI agent from a San Francisco startup didn’t wait for detailed orders. It acted. Goins treated it like a colleague instead of a chatbot. The results surprised even him. “Instinct just has the ‘instinct’ to do it without me asking for specifics. Very impressive,” Goins told Business Insider. “Now I know why they came up with this name.”

Instinct began with a website review. Minutes later pages of feedback arrived. Suggestions covered layout, copy, user flow. Goins adjusted. Sales followed. The agent moved next to marketing. It studied product videos. Thumbnails got sharper. Titles tightened. Long clips turned into short social media pieces. One customer testimonial video, shaped by Instinct, passed 5,000 views.

But the agent did more than create content. It analyzed performance. Data from campaigns fed back into strategy. Goins watched his small operation gain speed. Hours once lost to repetition vanished. And this was just the start.

Instinct belongs to Spear Street Technology. Noah Shinn, 23, founded it. His background includes machine learning research at Northeastern and MIT. He co-authored the Reflexion paper, which showed how language agents improve by reflecting on failures and storing memories. That work informs the product. Shinn dropped out in 2023. By 2025 the company existed in stealth. A private beta launched in February 2026.

Users text Instinct via iMessage or WhatsApp. No separate app required. It connects to email, calendar, messages, even device screen and location. The agent watches, then acts. Book a flight. Cancel a subscription. Order groceries. Coordinate with friends’ agents through a trusted network that has handled hundreds of thousands of interactions.

Recent updates added phone calls. A concierge service manages bookings that resist online forms. These features fueled rapid growth. In late August the company stood at a $2.5 billion valuation after a $250 million round led by investors including Benchmark and Index Ventures. One month later it raised $1 billion more at $10 billion. Sequoia Capital, Benchmark, and Coatue backed the Series C, according to TechCrunch. Only 14 employees. The pace set records even for AI.

Shinn described the mission simply. “We’re building Instinct to be the best personal agent that can handle the deeply personal nuances of everyday life. This funding helps us bring Instinct to more people and continue building the future of personal AI. It’s an exciting, creative time, and we’re just getting started.” The statement came with the funding announcement.

Goins applied the same agent to his golf business. He asked about import rules. Specifically, a binding tariff classification from U.S. Customs. Instinct recommended a formal ruling. It completed most of the paperwork. Photos were gathered. The application sat ready for his final review. Goins saved many hours. The task that once required research and forms now moved with minimal input.

His experience points to something larger. AI agents have moved past scripted answers. They pursue goals across tools and systems. They remember context. They adapt. For solo founders and small teams the effect feels like added staff without the payroll. Yet limits remain. Instinct still needs human oversight on sensitive decisions. Credit cards, legal filings, customer data. Trust builds slowly.

Broader enterprise adoption tells a similar story. Surveys show more companies scaling agents in production. McKinsey found 40 percent of large organizations now deploy them in at least one function, up from 27 percent the previous year. Gains appear in software development, supply chain, customer service. But full autonomy stays rare. Most agents handle narrow slices. Complex processes still mix human and machine steps.

A recent WebProNews report highlighted the gap. Enterprises pour money into agents for coding and service. Only 15 percent have scaled multi-agent systems. The promise is real. So is the caution. One automotive parts maker lifted on-time delivery from 82 percent to 94 percent with five specialized agents. Lenovo saw fulfillment speed triple. These wins matter. They don’t yet replace entire departments.

Instinct’s consumer focus sets it apart. Most enterprise tools stay inside company walls. This one lives in personal messaging. It books dinner. It ships lost items. It negotiates while owners sleep. Early stories spread on X and in tech circles. One user recovered an Apple Pencil from a Montreal hotel. Another canceled subscriptions worth hundreds. The virality pushed valuations skyward.

Privacy questions followed. Broad permissions worried some. Data retention policies drew scrutiny. The company responded with updates and clearer terms. Users still grant access to sensitive accounts. That tension defines the moment. Convenience versus control. Speed versus safety.

Goins shows the practical side. A seasoned founder. Not a wide-eyed newcomer. He already paid for Gemini and Perplexity. Instinct delivered something different. Initiative. It didn’t list options. It executed. Feedback loops tightened. Product improved faster. Marketing sharpened. Operations streamlined.

PuttEZ continues. Golfers buy the training aids. Goins focuses on bigger decisions. The agent handles the rest. Not every task. Not yet. But enough to change how one person runs a business.

Investors bet billions on this pattern. They see agents as the next interface. Less clicking through apps. More delegation to software that reasons and acts. Shinn’s tiny team achieved what once required armies of engineers. The $10 billion mark reflects belief that personal agents will reshape daily work and life.

Challenges persist. Accuracy in complex domains. Hallucinations on legal or financial matters. Coordination across competing systems. Regulatory hurdles around autonomous action. Still the trajectory holds. From chatbots to colleagues. From suggestions to execution.

Goins noticed the shift immediately. Pages of website critique arrived unsolicited in quality. Video edits appeared optimized for platforms he targeted. Customs forms nearly complete. The agent anticipated needs. It filled gaps without constant prompts.

That quality explains the name. And the hype. And the money. Instinct doesn’t just respond. It moves first. For entrepreneurs balancing product, marketing, sales, and compliance the difference feels profound. One person plus one agent. Output that once needed a team.

The story is early. PuttEZ is small. Instinct remains invite-only for many. Yet the pattern spreads. Founders test it. Companies watch. If agents can run a golf tool business with minimal direction, larger applications won’t lag far behind.

Goins keeps using it. His quote lingers. The name fits because the behavior does. No overpromising. Just results. In a field crowded with bold claims this one delivered quietly. And that may matter most.

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